The "Legalize Freedom" convention, starting on May 26, will be held at Rosen Centre Hotel and Resort, and include debates and guest speakers.

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Photo via Libertarian National Committee

The Libertarian Party National Convention will host "Legalize Freedom" themed convention in Orlando.

weekend convention will bring delegates together to pick a presidential and a vice-presidential candidate to represent the party in the upcoming election. The delegates have 18 presidential candidates to choose from, including computer programmer John McAfee and former New Mexico governor Gary Johnson.

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Photo via Gary Johnson/Facebook

Gary Johnson

In the past two months, the party's membership has increased by 30 percent, Libertarian spokeswoman Carla Howell told Florida Politics.